This paper tackles the need of solutions to define
interaction for data-analysis applications. We have analyzed
eight data-analysis applications in order to identify challenges
in the field and define a set of design guidelines to design that
kind of applications. The main objective of our work is the
definition of a catalogue of design guidelines to expand the
scope of RIA solutions to data-analysis systems.